Unverified50% confidenceFactExact time
In HITL implementations, process instances are persisted in storage and resume execution after receiving a human approval signal, consuming no computing resources during the waiting period.
1
Sources
50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn an Agent framework, Checkpointing serializes the current execution state and persists it to external storage (a database or Redis), while suspending the execution thread and resuming after human input is received.73% similarUnverifiedFor irreversible operations such as deleting files, modifying databases, and deploying to production, a human approval step should be retained and implemented through a Human-in-the-Loop (HITL) mechanism, rather than allowing agents to complete them fully automatically.73% similarUnverifiedPrompt Caching is transparent to the caller: the request still needs to be sent, the network round-trip still exists, the model still runs the remaining inference, and latency remains in the range of seconds.69% similarUnverified持久化状态管理通常通过检查点（Checkpoint）机制落地，将Agent执行上下文序列化为JSON或Protocol Buffers格式写入Redis、PostgreSQL或对象存储68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/997919API
curl https://kongchang.com/api/v1/knowledge/claims/997919MCP
get_claim(id=997919)